bcgam: Bayesian Constrained Generalised Linear Models

Fits generalised partial linear regression models using a Bayesian approach, where shape and smoothness constraints are imposed on nonparametrically modelled predictors through shape-restricted splines, and no constraints are imposed on optional parametrically modelled covariates. See Meyer et al. (2011) <doi/10.1080/10485252.2011.597852> for more details. IMPORTANT: before installing 'bcgam', you need to install 'Rtools' (Windows) or 'Xcode' (Mac OS X). These are required for the correct installation of 'nimble' (<https://r-nimble.org/download>).

Getting started

Package details

AuthorCristian Oliva-Aviles [aut, cre], Mary C. Meyer [aut]
MaintainerCristian Oliva-Aviles <[email protected]>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bcgam")

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bcgam documentation built on March 19, 2018, 1:04 a.m.